Question: As an alternative to imposing unbiasedness, an estimator's distribution can be centered by requiring that its median be equal to the unknown parameter . If
As an alternative to imposing unbiasedness, an estimator's distribution can be "centered" by requiring that its median be equal to the unknown parameter θ. If it is, ˆ θ is said to be median unbiased. Let Y1, Y2, . . . , Yn be a random sample of size n from the uniform pdf, fY(y; θ) = 1/θ, 0 ≤ y ≤ θ. For arbitrary n, is ˆθ = n + 1/n・Ymax median unbiased? Is it median unbiased for any value of n?
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